A Givens rotation acts as the identity except on coordinates , where its block can be writtenThe block has orthonormal columns because and their inner product is zero, so . For , choose , . The new coordinates are , eliminating the th entry. If both entries are zero, the identity already works.
For the specified vector, one suitable matrix isIts rows are orthonormal, so it is orthogonal; in fact its determinant is one. The positive nonzero output component must be five because an orthogonal matrix preserves Euclidean norm.
The matrix is not unique. Left multiplication by any orthogonal matrix fixing the second coordinate vector preserves this output. For example arbitrary rotations of the first and third coordinates provide infinitely many alternatives.
Let the nearest-neighbour spacing be , so the primitive unit cell has length . Denote the two longitudinal displacements in cell by , with spring within each cell and spring between cells. Hooke's law and Newton's second law giveFor normal modes and , the two amplitudes satisfyIts vanishing determinant gives the alternating-spring chain dispersion relationThe minus sign is the acoustic phonon branch, with and at the origin. The plus sign is the optical phonon branch, with at the origin. For positive springs the acoustic phonon branch rises from zero to at the Brillouin zone edge; the optical phonon branch falls from to . Their long-wavelength limits areThus the leading frequency in the strong-bond limit of the alternating-spring chain is , the internal stretching frequency of a pair with reduced mass .
For one coordinate with Hamiltonian , the propagator is , where . Divide into intervals , use the Trotter product formula to separate kinetic and potential evolution, and insert complete position and momentum bases at each slice. The momentum integral is Gaussian:Multiplying the short-time kernels gives the time-sliced configuration-space path integral,with , . Continuum notation abbreviates this limit as , where . The measure includes the displayed normalization; it is not an unweighted count of paths. A small damping or analytic-continuation prescription defines the oscillatory integrals. The paths contribute complex amplitudes, so alternative histories interfere before probabilities are calculated. This is the central difference from a classical statistical mixture of trajectories.[ref]
Space-Time Approach to Non-Relativistic Quantum Mechanics by Richard Feynman. pp.367–374, action phases and construction of the propagator
When actions vary rapidly relative to , stationary phase selects classical paths. Put , with zero at the endpoints. Vanishing first variation gives . The quadratic term isThe resulting Gaussian fluctuation determinant is the semiclassical propagator prefactor. In one dimension, away from caustics,The branch convention makes for a direct free-particle path before any caustic. The Maslov index tracks the phase changes as fluctuations pass through a focal singularity. In several dimensions replace the endpoint derivative by the Van Vleck determinant. The approximation sums all relevant classical paths; real-time action need only be stationary, not a minimum. It fails in this simple form at a caustic or coalescing saddles, where a uniform approximation is needed. Quadratic actions have no higher fluctuation terms, making their Gaussian evaluation exact. For example gives the exact free-particle kernel . Tunnelling involves classically forbidden regions and can be described by imaginary-time saddles rather than real classical trajectories.
Quantum statistical mechanics follows by Wick rotation . The imaginary-time evolution operator is , with Euclidean actionTaking a thermal trace identifies and integrates the endpoint positions:This thermal trace as a closed Euclidean path integral explains the periodic imaginary-time direction. A density-matrix element instead retains open endpoints. For many identical particles the trace also sums over endpoint permutations, with a plus sign for bosons and permutation parity for fermions. In coherent-state language this becomes periodic bosonic fields and antiperiodic Grassmann fields, with corresponding Matsubara frequencies.
The Euclidean weight resembles a classical Boltzmann weight. A time-sliced local quantum field in spatial dimensions becomes a classical-looking field model in dimensions, with anisotropic couplings and extra extent . Thus zero-temperature quantum criticality can be treated using an infinitely extended imaginary-time direction, while nonzero temperature imposes a finite thickness. The dynamical scaling of time need not equal the spatial scaling: the dynamical critical exponent specifies their relationship. This quantum-to-classical imaginary-time mapping requires qualification when weights have signs or imaginary terms; such a functional integral is not automatically an ordinary positive classical probability distribution. Even with a positive weight, the mapping concerns equilibrium statistics, not literal dissipative real-time trajectories. For a free particle the Euclidean kernel is a diffusion kernel with diffusion coefficient , illustrating the mathematical correspondence.
The classical high-temperature limit is a further approximation, rather than simply another name for imaginary time. If quantum level spacings and exchange effects are negligible, a one-particle partition function in dimensions becomesFor indistinguishable particles there is a factor in the dilute classical gas, and exchange is negligible when the number density times the thermal de Broglie wavelength to power is small. For a harmonic oscillator, the exact quantum result tends to as , recovering the classical phase-space integral. stationary phase explains classical mechanics; the short imaginary-time, weak-exchange limit explains classical statistical mechanics. These are related but distinct limits of the same quantum formulation.
At wavelengths with , neglect the density-gradient term in the quadratic density-phase action. Complete the square in its remaining density terms:The convergent Gaussian integral can be performed by a contour shift or by its Fourier-transform identity. Its determinant is independent of at this order. Combining that normalization with the saddle action into a constant givesThe saddle contribution to is ; the additional measure-dependent constant need not be assigned an invented numerical value. The density Gaussian extends the fluctuation integration beyond its exact positivity domain, which is justified only while fluctuations around are small. The smooth zero-winding assumption is also required as discussed above. A constant global phase zero mode gives a finite compact-group volume, handled separately from nonzero phonon modes.
Fourier transforming the Bose-gas phase-only action gives a kernel . Analytically continuing gives its real-frequency poles,In the present units the excitation energy equals . Each real Fourier coordinate is a harmonic oscillator with inertia coefficient and spring coefficient , hence frequency equal to the square root of their ratio. This is the direct relation to a quantum harmonic chain. The mode is a gapless sound phonon; its finite speed reflects both the compressibility and the phase stiffness .
Retaining the density-gradient term provides a useful check. Its integration instead gives a temporal coefficient , soThis is the Bogoliubov spectrum. Its small- limit is the derived sound branch; at large within the contact model it crosses towards particle-like behaviour. The crossover in the squared dispersion is , precisely the scale beyond which the discarded density gradient is not small.
The same action checks the dimensional restriction in the saddle analysis. At nonzero temperature its zero Matsubara mode gives phase fluctuations proportional to ; at zero temperature integrating the frequency gives . Their infrared divergences invalidate uniform true long-range order for at nonzero temperature and for at zero temperature. The long-wave collective description can remain useful for correlations even where a global condensate saddle is not a literal symmetry-broken state. The contact coupling here is an effective low-energy parameter; this calculation does not determine ultraviolet renormalization or trap-specific surface modes.
Write , , taking real even . The transformation givesThe second equality uses and , while the first uses . The creation-creation commutator vanishes by conjugation. Therefore the modes are canonical bosons. In the paired basis,Its determinant is one and its inverse reverses the signs of the off-diagonal entries. Hence . At self-inverse momenta this is the corresponding one-mode squeezing transformation, still canonical for finite .
For one bosonic mode, define the unnormalized bosonic coherent state . The commutator gives and . The normalized state is ; it is not orthogonal to a different coherent state. The coherent-state resolution of identity follows from Gaussian moments,For many modes take products of these states and measures. The complex amplitudes have the natural scale of square root occupation; coherent states turn normal-ordered matrix elements into classical symbols without replacing the quantum trace by a single classical configuration.
For fermions, and a nilpotent annihilation operator cannot have an arbitrary nonzero ordinary complex eigenvalue. Introduce independent Grassmann variables , anticommuting among themselves and with the fermionic operators, and define . Then and . With an ordered Berezin integral measure satisfying for one pair,for an even operator ; this is the fermionic coherent-state trace. In one mode the trace integrand is , whose integral is . Without the sign reversal it would be the supertrace, not the thermal trace. These formal Grassmann-valued coherent states do not represent ordinary complex-valued fermion amplitudes.
To construct the many-body thermal path integral, write with and divide the imaginary-time interval into slices of width . Insert the appropriate coherent-state resolution of identity between factors. For a normal-ordered Hamiltonian, the adjacent-slice kernel iscoherent-state time slicing makes the overlap and Gaussian measure combine into the first-order time derivative. The grand-canonical coherent-state action in the regulated continuum limit isFor bosons the integration variables are complex, with the conjugate labels on the original integration contour; for fermions the barred and unbarred Grassmann variables are independent. The continuum notation retains the time-sliced ordering prescription. For example, has normal symbol , whereas has that symbol plus . Dropping that distinction changes a theory. The coherent-state thermal boundary conditions follow because the bosonic trace closes paths periodically and the fermionic sign in the trace closes them antiperiodically:The barred fields obey the same respective boundary conditions. Hence Matsubara frequencies are and . The derivative term encodes the canonical structure; omitting it would remove the quantum dynamics.[ref]
Physics 215C: Quantum Field Theory, Part 3 by John McGreevy. §§3.1–3.2, printed pp.51–61: coherent-state completeness, time slicing and fermionic trace boundary conditions
As a check, a free diagonal mode with gives for , whereas gives . Gaussian integration produces an inverse determinant for bosons and a determinant for independent complex fermions, with their respective temporal boundary conditions. Differentiating recovers Bose-Einstein and Fermi-Dirac occupations. Interactions become higher powers in the normal-ordered symbols, and sources generate time-ordered correlations. The coherent-state construction preserves statistics, ordering and boundary conditions together; a formal continuum expression without its measure and temporal prescription is incomplete.
Use the contact-interaction Bose-gas field integral for a homogeneous three-dimensional weakly interacting Bose gas with repulsive short-range interaction as the standard model. Let particle mass be , scattering length , physical coupling and gas parameter . These are symbolic model definitions, not supplied numerical parameters. The grand-canonical coherent-state integral has periodic fields and actionThe contact term is the normal symbol of . In three dimensions a contact interaction needs a regulator and coupling matched to the measured scattering length; the displayed is the low-energy physical coupling. This field integral is useful because an ordered saddle and its quantum/thermal fluctuations follow from the same action.
Stationarity with respect to gives the imaginary-time Gross–Pitaevskii equation. A uniform saddle exists at with and condensate density . Its arbitrary phase reflects global symmetry; a selected condensate fixes a phase in the thermodynamic symmetry-breaking description. Write after choosing that phase. Linear terms vanish, and the quadratic part isWith and the Fourier convention , the paired quadratic kernel isThe one-half in the Nambu spinor action removes pair double counting. Analytic continuation of the inverse kernel gives the Bogoliubov dispersionAt high momentum it approaches the free-particle kinetic energy plus its mean-field shift. The crossover scale is the healing length . Gaussian integration adds a fluctuation determinant to the saddle free energy. Expressed using the physical three-dimensional coupling, its zero-temperature integrand can be regularized as ; the subtraction follows from renormalization of a three-dimensional dilute-gas contact coupling, not discarding an infinite answer arbitrarily. The thermal contribution is . A calculation beyond mean field must keep that matching and its thermodynamic derivatives consistent.
The density-phase action of a Bose gas makes the physical content clear, . Up to a periodic density total derivative, the long-wavelength quadratic action containsnumber-phase conjugacy pairs the density fluctuation and phase in the quadratic density-phase action. Dropping the density-gradient term only in the long-wave limit and completing the density Gaussian square gives the Bose-gas phase-only actionThis has the same sound pole. A term is also present before restricting to the smooth zero-winding sector; although locally a total derivative, it cannot in general be ignored in topologically nontrivial sectors. The density and phase variables describe the same coupled Bogoliubov branch, not a second independent massive particle simply because the density has a static restoring cost.[ref]
Physics 215C: Quantum Field Theory, Part 3 by John McGreevy. §2.3, printed pp.29–38: superfluid phase stiffness, amplitude fluctuations and phase dynamics
A phase gradient carries superflow . Its energy cost defines the superfluid number density. At leading mean-field order the stiffness uses , but condensate density and superfluid number density are different observables: for a Galilean-invariant continuum gas at zero temperature the latter is the full density even when interactions deplete the condensate. Bogoliubov coefficients give and a small zero-temperature depletion of relative order in three dimensions. Large depletion or strong long-wavelength phase fluctuations would invalidate the small-fluctuation saddle approximation.
The Landau criterion for creating excitations is for this homogeneous dispersion. Thus repulsion produces a linear sound mode and a positive critical velocity from the Landau criterion, whereas an ideal quadratic gas has zero value of this criterion. Vortices, obstacles and nucleation can reduce an actual flow threshold below ; the criterion alone is not a complete theory of metastable flow. At finite temperature thermal quasiparticles reduce the superfluid number density. Dimensionality and finite size also matter: the uniform three-dimensional weak-depletion condensate expansion must not be transferred unchanged to a one- or two-dimensional thermodynamic system. The field integral provides systematic corrections only within its dilute, stable and sufficiently weak-fluctuation regime.
Continue the free-particle propagator to and replace its coordinate mass by the angular inertia . The Euclidean free-particle bridge amplitude at coincident endpoints isThis normalization includes the time-sliced Gaussian measure, not just a formal determinant with an unspecified multiplicative constant. Set . The correct Poisson summation formula is ; the source PDF omits the integral sign before its . For the Gaussian Fourier integral givesThe overall prefactor cancels exactly: , and . Hencein agreement with the angular-momentum trace. Pairing and makes the winding expression real, and the momentum expression shows positivity. Both are periodic in flux and invariant under . At high temperature the zero-winding term gives , with exponentially small flux dependence; at low temperature the nearest integer angular-momentum state dominates, with two equal lowest terms at half-integer flux. These independent limits also check the normalization and the flux phase.
Past exam of the quantum field theory course of the University of Oxford 2019 3 b Solution 2026-10-25
Variation of the action with respect to the independent Dirac adjoint gives . The gamma matrices chosen in a make the Dirac equationMultiplication by gives the equivalent Dirac Hamiltonian formFor a plane wave , where is the signed one-dimensional momentum, the equation isA nonzero spinor exists precisely when the determinant vanishes:For , one possible unnormalized spinor solution is . Alternatively, follows from the Pauli matrix multiplication law, proving the same relativistic energy-momentum relation. Acting on the Dirac equation with also shows that each component satisfies , the Klein-Gordon equation.
Past exam of the quantum field theory course of the University of Oxford 2019 3 e Solution 2026-10-25
A continuous Lorentz transformation in one spatial dimension must preserve . In the component connected to the identity, take the image of the time axis to have velocity , with , and write . Preservation of the Minkowski norm gives , so . The spacelike column must be orthogonal to the timelike column and have squared Minkowski norm ; continuity fixes it to . ThusHere denotes the coordinate pair. This is the positive off-diagonal convention in the source; describing a passive frame moving at instead reverses the sign of .
Define the rapidity . The hyperbolic function identities giveIn light-cone coordinates, and . Therefore the derivatives transform oppositely:Use the field-transformation convention . The component action in c is invariant underIndeed, the right-component kinetic term gains , and the left-component kinetic term gains . The two factors in each Dirac mass term cancel as well. Finally , so and the whole action is unchanged. These are the chiral boost weights in two spacetime dimensions.
In spinor notation, satisfies and , so . These identities directly verify covariance of the Dirac equation and the Lorentz invariance of its action. The matrices are not unitary with respect to the ordinary component norm; the Dirac adjoint supplies the invariant bilinear.
The statement about there being only Lorentz boosts applies to the identity component of the One-dimensional Lorentz group. The full Lorentz group also has discrete transformations: the concrete spatial reflection preserves the Minkowski metric but has determinant , so it cannot equal any displayed , whose determinant is .
A density operator is a positive self-adjoint trace-class operator with . A finite expectation is . It represents a pure state exactly when for a unit vector, equivalently or .
For a finite-dimensional spectral decomposition , introduce an auxiliary space with orthonormal vectors and use the enlarged space . DefineThen and . This purification shows that subsystem mixedness can arise from entanglement with an unobserved environment even when the total state is pure. Subsystem measurements alone cannot distinguish these two descriptions.
A nonzero pure bipartite vector is entangled when it cannot be written as a tensor product of two vectors; equivalently its Schmidt rank exceeds one. For mixed bipartite states, entanglement means absence of a convex decomposition into product density operators.
For the nonorthogonal expansion in the question, the unnormalized reduced operator isIndeed . Positivity follows because , and . Thus is a density operator; if is already normalized, . The Gram factors cannot be dropped merely because the vectors are called bases. For unnormalized , physical expectations likewise divide its raw quadratic form by .
For the Schmidt decomposition diagonalize in an orthonormal basis with its positive eigenvalues . Expand with . The reduced matrix gives . Therefore are orthonormal andZero-eigenvalue components vanish because their squared norms are zero. This proves the decomposition for an arbitrary nonzero vector; the zero vector uses the empty sum. For a unit vector .
In the numerical example the coefficient matrix in the two product bases is . Taking the first-subsystem trace yieldsThe vector is in its nullspace, so rank is at most two; its leading minor has determinant one, so . This is the rank of and the Schmidt rank, proving entanglement. The displayed source ket has norm squared , and the displayed reduced matrix has trace . The physical density operator is ; its nonzero eigenvalues are , since . The raw matrix is correct for the unnormalized quadratic form actually printed.
A density operator is a positive self-adjoint trace-class operator with . A finite expectation is . It represents a pure state exactly when for a unit vector, equivalently or .
For a finite-dimensional spectral decomposition , introduce an auxiliary space with orthonormal vectors and use the enlarged space . DefineThen and . This purification shows that subsystem mixedness can arise from entanglement with an unobserved environment even when the total state is pure. Subsystem measurements alone cannot distinguish these two descriptions.
A nonzero pure bipartite vector is entangled when it cannot be written as a tensor product of two vectors; equivalently its Schmidt rank exceeds one. For mixed bipartite states, entanglement means absence of a convex decomposition into product density operators.
For the nonorthogonal expansion in the question, the unnormalized reduced operator isIndeed . Positivity follows because , and . Thus is a density operator; if is already normalized, . The Gram factors cannot be dropped merely because the vectors are called bases. For unnormalized , physical expectations likewise divide its raw quadratic form by .
For the Schmidt decomposition diagonalize in an orthonormal basis with its positive eigenvalues . Expand with . The reduced matrix gives . Therefore are orthonormal andZero-eigenvalue components vanish because their squared norms are zero. This proves the decomposition for an arbitrary nonzero vector; the zero vector uses the empty sum. For a unit vector .
In the numerical example the coefficient matrix in the two product bases is . Taking the first-subsystem trace yieldsThe vector is in its nullspace, so rank is at most two; its leading minor has determinant one, so . This is the rank of and the Schmidt rank, proving entanglement. The displayed source ket has norm squared , and the displayed reduced matrix has trace . The physical density operator is ; its nonzero eigenvalues are , since . The raw matrix is correct for the unnormalized quadratic form actually printed.
Past exam of the random matrix theory course of the University of Oxford 2025 2 a i Solution 2026-10-25
Let be the -by- evaluation matrix . The kernel evaluation matrix is the Gram matrix , so multiplicativity of the determinant givesBecause the polynomials are monic of consecutive degrees, their coefficient matrix relative to is a triangular matrix with unit diagonal. It has determinant one, so the Vandermonde determinant invariance under monic basis change givesSquaring removes the ordering sign. Thus the Gaussian unitary ensemble joint probability density function has precisely the kernel formNo orthogonality of the polynomials is needed for this step.
Past exam of the random matrix theory course of the University of Oxford 2025 2 b i Solution 2026-10-25
Gaudin's lemma is the projection kernel determinant integration identity. Suppose an integral kernel satisfieswith the relevant integrals absolutely convergent. Define and . ThenIn particular, a finite-rank projection kernel of rank has .
One can see the factor directly from the permutation expansion of the determinant. Terms whose permutation fixes integrate to . Every permutation on the other indices admits insertions of into a cycle. Each insertion reverses its sign, and the reproducing identity contracts its two adjacent kernel factors into one. These terms integrate to , proving the formula.
Past exam of the random matrix theory course of the University of Oxford 2025 3 d Solution 2026-10-25
- Generate an -by- real matrix with independent entries having the standard normal distribution.
- Compute a QR decomposition with an orthogonal matrix and an upper triangular matrix.
- Put and return . Then with having strictly positive diagonal.
The matrix is invertible almost surely. Indeed, successively sampled Gaussian columns have probability zero of lying in the proper linear subspace spanned by the previous columns. Thus the diagonal signs used above exist with probability one. Equivalently, apply the Gram-Schmidt process to the columns, always dividing each residual by its positive Euclidean norm; this produces directly.
To prove uniformity, fix . Each column of has density proportional to , so orthogonal transformations preserve its probability distribution. Column independence therefore gives .
The QR decomposition with positive diagonal is unique: if , then is both an orthogonal matrix and an upper triangular matrix, hence diagonal with entries . Its diagonal entries are positive, so it is the identity. It follows that the orthogonal factor of is . ThereforeBy uniqueness of normalized Haar measure on the compact group , the returned matrix has exactly the required probability distribution. Reflection invariance gives each determinant sign probability , so the algorithm samples both components of the orthogonal group. The positive-diagonal correction is essential when a numerical QR decomposition chooses its own signs.
Past exam of the relativity course of the University of Cambridge 2012 Paper 1 1 c Solution 2026-10-20
The geodesics of the product-weighted diagonal plane metric follow from the geodesic Lagrangian . With dots denoting an affine parameter derivative, its Euler-Lagrange equations giveSubstituting with constant nonzero reduces both equations to . Thus is constant, and a suitable affine parametrization exists; explicitly, on a segment of fixed sign.
These straight rays are geodesics only in the regular domain . The metric tensor determinant is . On the axes, including the origin, this is a degenerate metric tensor: the calculation does not establish a regular geodesic continuing through the origin. The slope-zero ray is outside the regular domain. Geometrically, on each quadrant the change , gives . A fixed slope has constant and is therefore locally a radial geodesic of a flat metric tensor.
Past exam of the relativity course of the University of Cambridge 2012 Paper 1 4 Solution 2026-10-20
Put and let dots now denote an affine parameter derivative. The null geodesic lagrangian in the orbital plane is . The time and azimuthal Euler-Lagrange equations integrate once; the null normalization givesFor completeness, the differential radial geodesic equation isthe remaining differential equations are and . Spherical symmetry permits the equatorial choice.
Eliminating yields . For , divide by :The impact parameter is unchanged by a common rescaling of the affine parameter. At infinity it is times angular momentum divided by energy. Radial photons have and obey the undivided equation .
The effective potential is zero at , positive outside, and tends to zero as . Its derivative is . ThusThe circular null geodesic lies at a maximum, since . It is unstable: a small radial displacement away from the maximum permits motion away from the orbit. For incoming photons from infinity in the exterior of a black hole, an outer turning point exists when ; for the photon can cross the event horizon. For a material central body, the vacuum circular orbit is relevant only if lies outside its surface.
Photon potential and horizon-penetrating light cones
. Details. For the new coordinates, set , so . The geodesic Lagrangian is . Cyclic-coordinate conservation and the null condition give the required analogous equations:Here denotes the same conserved time-translation quantity as before. The transformation is . In particular, the displayed time coordinate belongs to Ingoing Kerr-Schild coordinates for Schwarzschild spacetime; the usual advanced null coordinate of ingoing Eddington-Finkelstein coordinates is . Using a metric tensor with a vanishing coefficient while retaining the name would therefore solve a different coordinate representation.
An elimination that stays finite at the horizon is especially simple:The middle equality uses . Hence the radial energy equation and are unchanged, including the horizon limit. The radial metric tensor block has determinant and is regular at . Its radial null directions are and , as shown in the original schematic.
This coordinate invariance of the Schwarzschild photon radial potential follows because the transformation changes the time slicing but preserves the areal radius and the stationary Killing vector field . Consequently the conserved Killing energy, angular momentum and impact parameter are the same. photon capture, the circular orbit and the radial turning points cannot depend on coordinate labels; coordinate velocities can.
Past exam of the relativity course of the University of Cambridge 2013 Paper 1 2 c Solution 2026-10-20
Write , and , so . The ingoing Eddington-Finkelstein coordinates use to label ingoing radial light fronts. Substituting into the Schwarzschild metric givesThe radial block has determinant even at ; its coefficients have no horizon divergence. The apparent singularity of Schwarzschild time at the future horizon is therefore a coordinate failure. The physical curvature singularity at remains.
The radial null trajectories in ingoing Eddington-Finkelstein coordinates haveThe ingoing family crosses the future horizon smoothly. The outgoing family has zero outward radial coordinate speed at the horizon and decreasing radius inside it; both future null directions then lead toward smaller radius. These advanced coordinates cover the exterior and future black-hole horizon, rather than simultaneously regularizing the past white-hole horizon. Their null time coordinate is not a clock reading of a stationary observer.
Original future light-cone schematic in regular advanced Schwarzschild coordinates, using vertical coordinate cv minus r
. Details. For a finite-support formal character, use the same pullback rule ; equivalently . This specifies the action on the denominator, which is a finite delta sum rather than a polynomial function. The whole infinite-support completion need not be Weyl-stable, so no such claim is required.
A simple reflection permutes the positive roots other than and sends to . In the product defining , all factors are therefore permuted except the factor, whose sign reverses. Thus . Simple reflections generate , and each has determinant , so
If , then is a scalar matrix. Its invariant factors of a linear operator are four copies of , so its rational canonical form isHere and , including when .
Now let and putOn each two-dimensional invariant block, satisfies . The vectors form a cyclic vector basis, since their coordinate matrix is with determinant . Directly,Applying this basis change to both blocks givesThus and . In particular there are two invariant factors , rather than a single block for . Also for every real , so it is an irreducible polynomial over . This is an instance of rational canonical form under an affine change.
Finally implies . Substituting , in the preceding result gives , and henceIts minimal polynomial is and its characteristic polynomial is . The normalized reciprocal of is also , agreeing with rational canonical form of an inverse.



